{"id":"https://openalex.org/W4401386980","doi":"https://doi.org/10.1109/mwc.003.2300568","title":"Collaborative Fine-Tuning of Mobile AIGC Models with Wireless Channel Conditions","display_name":"Collaborative Fine-Tuning of Mobile AIGC Models with Wireless Channel Conditions","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4401386980","doi":"https://doi.org/10.1109/mwc.003.2300568"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.003.2300568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.003.2300568","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080102032","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0001-7594-7387"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Xidian University,State Key Laboratory of Integrated Services Networks,China","State Key Laboratory of Integrated Services Networks, Xidian University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of Integrated Services Networks,China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327745","display_name":"Haoran Li","orcid":"https://orcid.org/0000-0003-2559-9585"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Li","raw_affiliation_strings":["Xidian University,State Key Laboratory of Integrated Services Networks,China","State Key Laboratory of Integrated Services Networks, Xidian University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of Integrated Services Networks,China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019470495","display_name":"Min Sheng","orcid":"https://orcid.org/0000-0002-5321-2627"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Sheng","raw_affiliation_strings":["Xidian University,State Key Laboratory of Integrated Services Networks,China","State Key Laboratory of Integrated Services Networks, Xidian University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of Integrated Services Networks,China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113689907","display_name":"Jiandong Li","orcid":"https://orcid.org/0000-0002-5477-2095"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiandong Li","raw_affiliation_strings":["Xidian University,State Key Laboratory of Integrated Services Networks,China","State Key Laboratory of Integrated Services Networks, Xidian University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of Integrated Services Networks,China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.8175,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72653442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"31","issue":"4","first_page":"32","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8822331428527832},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6786242723464966},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5945135354995728},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5823810696601868},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4976082146167755},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.477588415145874},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.47358137369155884},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46315518021583557},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45453080534935},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4162677526473999},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35775071382522583},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34246736764907837},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24725648760795593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19149625301361084},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13684019446372986},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1090879738330841},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08355262875556946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8822331428527832},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6786242723464966},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5945135354995728},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5823810696601868},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4976082146167755},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.477588415145874},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.47358137369155884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46315518021583557},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45453080534935},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4162677526473999},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35775071382522583},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34246736764907837},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24725648760795593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19149625301361084},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13684019446372986},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1090879738330841},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08355262875556946},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwc.003.2300568","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.003.2300568","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G376132136","display_name":null,"funder_award_id":"62121001,62341111,62101410","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3843297689","display_name":null,"funder_award_id":"QCYRCXM-2022-228","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2861117319","https://openalex.org/W3027958081","https://openalex.org/W3168867926","https://openalex.org/W3201314735","https://openalex.org/W4327928821","https://openalex.org/W4381735906","https://openalex.org/W4382998652","https://openalex.org/W4386072096","https://openalex.org/W4386320516","https://openalex.org/W4386346083","https://openalex.org/W4387245356","https://openalex.org/W4387415063","https://openalex.org/W4390828922","https://openalex.org/W4391892432","https://openalex.org/W4392174038","https://openalex.org/W6796581206","https://openalex.org/W6851415036","https://openalex.org/W6855647227"],"related_works":["https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2048100608","https://openalex.org/W2090296580","https://openalex.org/W1576249345","https://openalex.org/W4243905374","https://openalex.org/W2785815065","https://openalex.org/W1796074903","https://openalex.org/W4245955065"],"abstract_inverted_index":{"Fine-tuning":[0],"mobile":[1,17,38],"artificial":[2],"intelligence":[3],"generated":[4],"content":[5,77,88],"(MAIGC)":[6],"models":[7],"is":[8,44,107],"a":[9,45,58,138],"crucial":[10],"procedure":[11],"for":[12,91,113],"delivering":[13],"personalized":[14],"services":[15],"to":[16,21],"users.":[18],"However,":[19],"how":[20],"reasonably":[22],"share":[23],"the":[24,32,65,72,92,103,110,118,123,127],"computational":[25],"complexity,":[26],"and":[27,37,76,83,96,121,136],"protect":[28],"user":[29],"privacy":[30],"through":[31],"collaboration":[33],"of":[34,87],"edge":[35],"devices":[36],"users":[39],"under":[40],"wireless":[41,73,104],"channel":[42,74,105],"conditions,":[43],"problem":[46],"that":[47],"must":[48],"be":[49],"solved":[50],"in":[51],"MAIGC.":[52],"In":[53],"this":[54],"article,":[55],"we":[56,131],"explore":[57],"collaborative":[59],"fine-tuning":[60,119],"MAIGC":[61],"pattern":[62],"based":[63],"on":[64],"forward":[66,93],"diffusion":[67,94],"process,":[68,95],"taking":[69],"into":[70],"account":[71],"characteristics":[75],"features.":[78],"The":[79],"input":[80],"image":[81],"features":[82,86],"sampled":[84,111],"noise":[85,106,112,114],"are":[89],"exploited":[90],"superimposed":[97],"by":[98],"over-the-air":[99],"computation":[100],"(AirComp).":[101],"Meanwhile,":[102],"used":[108],"as":[109],"recycling,":[115],"which":[116],"improves":[117],"efficiency,":[120],"reduces":[122],"power":[124],"consumption":[125],"at":[126],"same":[128],"time.":[129],"Finally,":[130],"highlight":[132],"open":[133],"research":[134],"challenges":[135],"provide":[137],"concise":[139],"summary.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}